#StackBounty: #bayesian #euclidean How to find the most similar profiles ?

Bounty: 50

Let’s start with an example:

I would like to know what alternative for euclidean distance could be use to distinguish if orange or blue plot is “closer” to red one. In which situations I should apply euclidean distance and when Bayesian approach can be used ?